Updated 10/04/ Franklin Dexter

Transcription

1 Anesthesiologist and Nurse Anesthetist Afternoon Staffing This talk includes many similar slides Paging through produces animation View with Adobe Reader for mobile: ipad, iphone, Android Slides were tested using Adobe Acrobat You can select View and then Full Screen First optimize your settings Select Edit, then Preferences, then Full Screen, and then No Transition Other PDF readers suitable if scrolling can be disabled Google Chrome PDF Viewer has Select Fit to Page, and then use the right/left arrow keys 2017 Franklin Dexter Updated 10/04/17

2 Anesthesiologist and Nurse Anesthetist Afternoon Staffing Franklin Dexter, MD PhD FASA Director, Division of Management Consulting Professor, Department of Anesthesia University of Iowa

3 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

4 For What Groups Might This Talk Be Helpful Free-standing ambulatory surgery center with 6 ORs that finish between 1 PM and 3 PM Anesthesia group has an agreement to provide 6 providers between 7 AM and 3 PM No need to consider afternoon staffing Hospital surgical suite with 12 ORs, each finishing between 4 PM and 8 PM At such a facility, focus on afternoon staffing is important for group productivity

5 Financial Disclosure I am employed by the University of Iowa, in part, to consult and analyze data for hospitals, anesthesia groups, and companies Department of Anesthesia bills for my time, and the income is used to fund our research I receive no funds personally other than my salary and allowable expense reimbursements from the University of Iowa, and have tenure with no incentive program I own no healthcare stocks (other than indirectly through mutual funds)

6 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

7 Understand Staffing versus Staff Scheduling & Assignment Staffing Staff scheduling Assignment

8 Understand Staffing versus Staff Scheduling & Assignment Staffing Staff scheduling Assignment

9 Definition of Staffing Number of anesthesia providers present at a specified day of the week and time of the day, whether scheduled or working late Example 7 AM to 3 PM, plan 12 anesthesiologists Affects anesthesia group s productivity

10 Understand Staffing versus Staff Scheduling & Assignment Staffing Staff scheduling Assignment

11 Understand Staffing versus Staff Scheduling & Assignment Staffing Staff scheduling Assignment

12 Definition of Staff Scheduling Staff scheduling refers to the individual Example Jan is working 7 AM to 6 PM, Mon-Thu Jim is working 7 AM to 3 PM, Mon-Fri Staff scheduling affects individuals productivity and earnings, but has no or little effect on that of the group Will not consider again

13 Understand Staffing versus Staff Scheduling & Assignment Staffing Staff scheduling Assignment

14 Understand Staffing versus Staff Scheduling & Assignment Staffing Staff scheduling Assignment

15 Definition of Assignment Assignment specifies what the individual does on the day of surgery Example Jan is working in OR 1 today Jim is working in OR 2 today Assignment affects group s productivity, but has less effect than does staffing Assignment will be considered after staffing

16 Staffing Has a Large Effect on Anesthesia Group Productivity Staffing Staff scheduling Assignment Anesthesia Group Productivity

17 Definition of Anesthesia Group Productivity (ASA RVG units of anesthesia care) (Costs to provide the anesthesia care)

18 Definition of Anesthesia Group Productivity (ASA RVG units of anesthesia care) (Costs to provide the anesthesia care) American Society of Anesthesiologist s Relative Value Guide units U.S. professional payment system

19 Definition of Anesthesia Group Productivity (ASA RVG units of anesthesia care) (Costs to provide the anesthesia care) Three different types of costs

20 Definition of Anesthesia Group Productivity (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity)

21 Definition of Anesthesia Group Productivity (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity) Direct cost: $ paid out in wages Indirect cost: $ of recruitment, retention Opportunity cost: $ could make elsewhere

22 Definition of Anesthesia Group Productivity (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity) Direct cost: $ paid out in wages Indirect cost: $ of recruitment, retention Opportunity cost: $ could make elsewhere

23 Example of Direct Costs Hospital employs 12 nurse anesthetists Their average salary is $175,000 per year Direct costs $2,100,000 per year $2,100,000 = 12 $175,000

24 Definition of Anesthesia Group Productivity (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity) Direct cost: $ paid out in wages Indirect cost: $ of recruitment, retention Opportunity cost: $ could make elsewhere

25 Example of Indirect Costs (Also Called Intangible Costs) A group of anesthesiologists average monthly compensation is $25,000 Within a year, 4 anesthesiologists quit, frustrated with unpredictable, long hours With privileges, orientation, etc., essentially one month is lost for each new recruit Recruiter, moving, etc. $35,000 per hire Indirect costs $240,000 per year $240,000 = 4 ($25,000 + $35,000)

26 Example of Indirect Costs (Also Called Intangible Costs) A group of anesthesiologists average monthly compensation is $25,000 Within a year, 4 anesthesiologists quit, frustrated with unpredictable, long hours With privileges, orientation, etc., essentially one month is lost for each new recruit Recruiter, moving, etc. $35,000 per hire Indirect costs $240,000 per year $240,000 = 4 ($25,000 + $35,000)

27 Definition of Anesthesia Group Productivity (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity) Direct cost: $ paid out in wages Indirect cost: $ of recruitment, retention Opportunity cost: $ could make elsewhere

28 Example of Opportunity Costs A group of 20 anesthesiologists average annual compensation is $300,000 The city (like most of the US) has a large shortage of anesthesiologists Opportunity costs $6,000,000 per year $6,000,000 = 20 $300,000

29 Equation Applies Broadly Since Both Direct & Opportunity Costs (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity) Direct cost: $ paid out in wages Indirect cost: $ of recruitment, retention Opportunity cost: $ could make elsewhere

30 Value of the Numerator for Afternoon and Evening (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity)

31 Why Does Afternoon Staffing Not Affect the Numerator? Staffing in the afternoon and evening Should not affect how many ORs are run Should not affect surgeons Should not affect number of base units billed Should not affect number of time units billed

32 Why Does Afternoon Staffing Not Affect the Numerator? Staffing in the afternoon and evening Should not affect how many ORs are run Should not affect surgeons Should not affect number of base units billed Should not affect number of time units billed Affects the costs of providing the care

33 Why Does Afternoon Staffing Not Affect the Numerator? Staffing in the afternoon and evening Should not affect how many ORs are run Should not affect surgeons Should not affect number of base units billed Should not affect number of time units billed Affects the costs of providing the care Costs are in the denominator, not in the numerator

34 Value of the Denominator for Afternoon and Evening (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity) Direct cost: $ paid out in wages Indirect cost: $ of recruitment, retention Opportunity cost: $ could make elsewhere

35 Value of the Denominator for Afternoon and Evening (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity) Direct cost: $ paid out in wages Indirect cost: $ of recruitment, retention Opportunity cost: $ could make elsewhere

36 Contributors to Direct Costs Direct costs are proportional to a weighted combination of Scheduled hours Hours worked late

37 Contributors to Direct Costs Direct costs are proportional to a weighted combination of Scheduled hours Hours worked late Example

38 Contributors to Direct Costs Direct costs are proportional to a weighted combination of Scheduled hours Hours worked late Example Hospital employs nurse anesthetists on a full-time, hourly basis $80 per hour, 6:30 AM to 3 PM Mon-Fri $120 per hour, after 3 PM

39 Contributors to Direct Costs Direct costs are proportional to a weighted combination of Scheduled hours Hours worked late Example Hospital employs nurse anesthetists on a full-time, hourly basis $80 per hour, 6:30 AM to 3 PM Mon-Fri $120 per hour, after 3 PM

40 Contributors to Direct Costs Direct costs are proportional to a weighted combination of Scheduled hours Hours worked late Example Hospital employs nurse anesthetists on a full-time, hourly basis $80 per hour, 6:30 AM to 3 PM Mon-Fri $120 per hour, after 3 PM

41 Value of the Denominator for Afternoon and Evening (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity) Direct cost: $ paid out in wages Indirect cost: $ of recruitment, retention Opportunity cost: $ could make elsewhere

42 Contributors to Indirect Costs Indirect costs are proportional to Hours worked late

43 Contributors to Indirect Costs Indirect costs are proportional to Hours worked late Example

44 Contributors to Indirect Costs Indirect costs are proportional to Hours worked late Example Two anesthesiologists stay late, on-call, after 3 PM each weekday, if needed Before dividing profits, a bonus of $150 per hour is paid for work done after 3 PM Still, anesthesiologists quit citing being on-call too much, and recruitment is hard

45 Contributors to Indirect Costs Indirect costs are proportional to Hours worked late Example Two anesthesiologists stay late, on-call, after 3 PM each weekday, if needed Before dividing profits, a bonus of $150 per hour is paid for work done after 3 PM Still, anesthesiologists quit citing being on-call too much, and recruitment is hard

46 Value of the Denominator for Afternoon and Evening (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity) Direct cost: $ paid out in wages Indirect cost: $ of recruitment, retention Opportunity cost: $ could make elsewhere

47 Contributors to Opportunity Costs Opportunity costs are proportional to Scheduled hours

48 Contributors to Opportunity Costs Opportunity costs are proportional to Scheduled hours Example

49 Contributors to Opportunity costs are proportional to Scheduled hours Example Opportunity Costs Anesthesiologists split group profits based on the hours that they are scheduled to work Each day, one anesthesiologist works in-house from 5 PM to 7 AM the next morning If the anesthesiologist s scheduled hours were not 5 PM to 7 AM, he or she would be available to do cases from 7 AM to 5 PM

50 Contributors to Opportunity costs are proportional to Scheduled hours Example Opportunity Costs Anesthesiologists split group profits based on the hours that they are scheduled to work Each day, one anesthesiologist works in-house from 5 PM to 7 AM the next morning If the anesthesiologist s scheduled hours were not 5 PM to 7 AM, he or she would be available to do cases from 7 AM to 5 PM

51 Combine the Preceding Results to Simplify This Equation (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity)

52 To Maximize Afternoon and Evening Staffing Productivity (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity)

53 To Maximize Afternoon and Evening Staffing Productivity Maximize the following ratio: (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity)

54 To Maximize Afternoon and Evening Staffing Productivity Maximize the following ratio: (ASA RVG units of anesthesia care) (Direct + Indirect + Opportunity)

55 To Maximize Afternoon and Evening Staffing Productivity Maximize the following ratio: (ASA RVG units of anesthesia care) (Scheduled hours + {relative cost of 1 hour worked late to 1 scheduled hour} Hours worked late)

56 To Maximize Afternoon and Evening Staffing Productivity Minimize costs in denominator: Scheduled hours + {relative cost of 1 hour worked late to 1 scheduled hour} Hours worked late

57 To Maximize Afternoon and Evening Staffing Productivity Minimize costs in denominator: Scheduled hours + {relative cost of 1 hour worked late to 1 scheduled hour} Hours worked late Dexter F, Traub RD. AANA J 2000 Dexter F et al. Anesth Analg 2001 Dexter F, Epstein RH. AORN J 2003 Some references for this material

58 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

59 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

60 Steps Performed Independently for Each Sub-specialty Call All subsequent steps are done independently for each anesthesia sub-specialty with separate call schedule and more than one person potentially (practically) on call

61 Steps Performed Independently for Each Sub-specialty Call Example from academic hospital For CRNA and resident staffing Analysis performed using all anesthetics For faculty staffing Analysis repeated using all anesthetics except cardiac or liver transplant Cardiac and liver transplant excluded, because each is known a priori to be one faculty anesthesiologist per day

62 Choose Afternoon Staffing to Maximize Productivity Export anesthesia information system data

63 Choose Afternoon Staffing to Maximize Productivity Export anesthesia information system data Calculate the number of simultaneous anesthetics for each hour of each day

64 Choose Afternoon Staffing to Maximize Productivity Export anesthesia information system data Calculate the number of simultaneous anesthetics for each hour of each day Determine staffing to minimize costs

65 Choose Afternoon Staffing to Maximize Productivity Export anesthesia information system data Calculate the number of simultaneous anesthetics for each hour of each day Determine staffing to minimize costs Cost if no anesthesia provider scheduled Cost if one anesthesia provider scheduled Cost if two anesthesia providers scheduled

66 Choose Afternoon Staffing to Maximize Productivity Export anesthesia information system data Calculate the number of simultaneous anesthetics for each hour of each day Determine staffing to minimize costs Cost if no anesthesia provider scheduled Cost if one anesthesia provider scheduled Cost if two anesthesia providers scheduled Make the selection yielding lowest cost

67 Choose Afternoon Staffing to Maximize Productivity Export anesthesia information system data Calculate the number of simultaneous anesthetics for each hour of each day Determine staffing to minimize costs Cost if no anesthesia provider scheduled Cost if one anesthesia provider scheduled Cost if two anesthesia providers scheduled Make the selection yielding lowest cost Repeat process for other times of the day

68 Choose Afternoon Staffing to Maximize Productivity Export anesthesia information system data Calculate the number of simultaneous anesthetics for each hour of each day Determine staffing to minimize costs Cost if no anesthesia provider scheduled Cost if one anesthesia provider scheduled Cost if two anesthesia providers scheduled Make the selection yielding lowest cost Repeat process for other times of the day How?

69 Costs Are Given by Denominator of the Productivity Equation Scheduled hours + {relative cost of 1 hour worked late to 1 scheduled hour} Hours worked late

70 Costs Are Given by Denominator of the Productivity Equation Scheduled hours + {relative cost of 1 hour worked late to 1 scheduled hour} Hours worked late How is this value determined?

71 Relative Cost of 1 Hour Worked Late to 1 Scheduled Hour Anesthesia provider stays late if needed Relative cost of 1 hour worked late to 1 scheduled hour might be 2 An interpretation of 2 is 1.5 for direct costs plus 0.5 increment for indirect costs An implication of 2 is that provider stays late if needed 1 day out of 3 and will not be needed 2 days out of 3 that on call Strum DP et al. J Med Syst 1997

72 Relative Cost of 1 Hour Worked Late to 1 Scheduled Hour Anesthesia provider stays late if needed Relative cost of 1 hour worked late to 1 scheduled hour might be 2 An interpretation of 2 is 1.5 for direct costs plus 0.5 increment for indirect costs An implication of 2 is that provider stays late if needed 1 day out of 3 and will not be needed 2 days out of 3 that on call Regardless of relative cost used (1.5, 2.0, etc.), results are very similar

73 Relative Cost of 1 Hour Worked Late to 1 Scheduled Hour Anesthesia provider who unexpectedly has to stay late to finish a case Stuck in an OR with no available relief Misses child s soccer game Relative cost value might be 4 Implication is that if have a 5 day work week then work late 1 day a week

74 Relative Cost of 1 Hour Worked Late to 1 Scheduled Hour Anesthesia provider who unexpectedly has to stay late to finish a case Stuck in an OR with no available relief Misses child s soccer game Relative cost value might be 4 Implication is that if have a 5 day work week then work late 1 day a week Precise value (3.5, 4.0, etc.) has extremely little effect on the results

75 Example of Applying Different Relative Costs to 5 PM 7 PM Relative cost of 2 gives 3 providers Relative cost of 4 gives 5 providers 10 ORs are staffed from 7 AM to 5 PM

76 Example of Applying Different Relative Costs to 5 PM 7 PM Relative cost of 2 gives 3 providers Relative cost of 4 gives 5 providers 10 ORs are staffed from 7 AM to 5 PM Scheduled to work late

77 Example of Applying Different Relative Costs to 5 PM 7 PM Relative cost of 2 gives 3 providers Relative cost of 4 gives 5 providers 10 ORs are staffed from 7 AM to 5 PM Work late if needed

78 Example of Applying Different Relative Costs to 5 PM 7 PM Relative cost of 2 gives 3 providers Relative cost of 4 gives 5 providers 10 ORs are staffed from 7 AM to 5 PM Choose what 7 AM to 7 PM staffing?

79 Example of Applying Different Relative Costs to 5 PM 7 PM Staff Scheduled If needed 3 PM 5 PM 7 PM

80 Example of Applying Different Relative Costs to 5 PM 7 PM Relative cost of 2 gives 3 providers Relative cost of 4 gives 5 providers 10 ORs are staffed from 7 AM to 5 PM Choose what 7 AM to 7 PM staffing? 3 providers are scheduled 7 AM to 7 PM 2 providers are scheduled 7 AM to 5 PM, plus will stay late if necessary (on-call) 5 providers are scheduled 7 AM to 5 PM, expecting to be done reliably by 5 PM Why?

81 Example of Applying Different Relative Costs to 5 PM 7 PM Relative cost of 2 gives 3 providers Relative cost of 4 gives 5 providers 10 ORs are staffed from 7 AM to 5 PM Choose what 7 AM to 7 PM staffing? 3 providers are scheduled 7 AM to 7 PM 2 providers are scheduled 7 AM to 5 PM, plus will stay late if necessary (on-call) 5 providers are scheduled 7 AM to 5 PM, expecting to be done reliably by 5 PM

82 Example of Applying Different Relative Costs to 5 PM 7 PM Relative cost of 2 gives 3 providers Relative cost of 4 gives 5 providers 10 ORs are staffed from 7 AM to 5 PM Choose what 7 AM to 7 PM staffing? 3 providers are scheduled 7 AM to 7 PM 2 providers are scheduled 7 AM to 5 PM, plus will stay late if necessary (on-call) 5 providers are scheduled 7 AM to 5 PM, expecting to be done reliably by 5 PM

83 Example of Applying Different Relative Costs to 5 PM 7 PM Relative cost of 2 gives 3 providers Relative cost of 4 gives 5 providers 10 ORs are staffed from 7 AM to 5 PM Choose what 7 AM to 7 PM staffing? 3 providers are scheduled 7 AM to 7 PM 2 providers are scheduled 7 AM to 5 PM, plus will stay late if necessary (on-call) 5 providers are scheduled 7 AM to 5 PM, expecting to be done reliably by 5 PM

84 Choose Afternoon Staffing to Maximize Productivity Export anesthesia information system data Calculate the number of simultaneous anesthetics for each hour of each day Determine staffing to minimize costs Cost if no anesthesia provider scheduled Cost if one anesthesia provider scheduled Cost if two anesthesia providers scheduled Make the selection yielding lowest cost Repeat process for other times of the day

85 Example Repeating Process for Other Times of the Day Results using a ratio of 2 7 AM to 3 PM, 22 anesthesia providers 3 PM to 5 PM, 12 anesthesia providers 5 PM to 7 PM, 6 anesthesia providers 7 PM to 11 PM, 2 anesthesia providers How to convert this into a staffing plan

86 Example Repeating Process for Other Times of the Day Results using a ratio of 2 7 AM to 3 PM, 22 anesthesia providers 3 PM to 5 PM, 12 anesthesia providers 5 PM to 7 PM, 6 anesthesia providers 7 PM to 11 PM, 2 anesthesia providers How to convert this into a staffing plan 7 AM to 3 PM, 12 providers, 12 = 22 (6 + 4) 7 AM to 5 PM, 6 providers, 6 = 12 (4 + 2) 7 AM to 7 PM, 4 providers, 4 = 6 (2) 3 PM to 11 PM, 2 providers, 2 = 2

87 Example Repeating Process for Other Times of the Day Results using a ratio of 2 7 AM to 3 PM, 22 anesthesia providers 3 PM to 5 PM, 12 anesthesia providers 5 PM to 7 PM, 6 anesthesia providers 7 PM to 11 PM, 2 anesthesia providers How to convert this into a staffing plan 7 AM to 3 PM, 12 providers, 12 = 22 (6 + 4) 7 AM to 5 PM, 6 providers, 6 = 12 (4 + 2) 7 AM to 7 PM, 4 providers, 4 = 6 (2) 3 PM to 11 PM, 2 providers, 2 = 2

88 Example Repeating Process for Other Times of the Day Results using a ratio of 2 7 AM to 3 PM, 22 anesthesia providers 3 PM to 5 PM, 12 anesthesia providers 5 PM to 7 PM, 6 anesthesia providers 7 PM to 11 PM, 2 anesthesia providers How to convert this into a staffing plan 7 AM to 3 PM, 12 providers, 12 = 22 (6 + 4) 7 AM to 5 PM, 6 providers, 6 = 12 (4 + 2) 7 AM to 7 PM, 4 providers, 4 = 6 (2) 3 PM to 11 PM, 2 providers, 2 = 2

89 Example Repeating Process for Other Times of the Day Results using a ratio of 2 7 AM to 3 PM, 22 anesthesia providers 3 PM to 5 PM, 12 anesthesia providers 5 PM to 7 PM, 6 anesthesia providers 7 PM to 11 PM, 2 anesthesia providers How to convert this into a staffing plan 7 AM to 3 PM, 12 providers, 12 = 22 (6 + 4) 7 AM to 5 PM, 6 providers, 6 = 12 (4 + 2) 7 AM to 7 PM, 4 providers, 4 = 6 (2) 3 PM to 11 PM, 2 providers, 2 = 2

90 Staffing Plan Indicates When Group Should Consider Hiring Example Currently, 12 anesthesiologists work 7 AM to whenever done, usually around 8 PM Staffing plan to maximize productivity and minimize costs is as follows: 7 AM to 4 PM, 10 anesthesiologists 7 AM to 7 PM, 2 anesthesiologists 3 PM to 11 PM, 2 anesthesiologists

91 Staffing Plan Indicates When Group Should Consider Hiring Example Currently, 12 anesthesiologists work 7 AM to whenever done, usually around 8 PM Staffing plan to maximize productivity and minimize costs is as follows: 7 AM to 4 PM, 10 anesthesiologists 7 AM to 7 PM, 2 anesthesiologists 3 PM to 11 PM, 2 anesthesiologists Extra beyond current staffing

92 Staffing Plan Indicates When Group Should Consider Hiring Example Currently, 12 anesthesiologists work 7 AM to whenever done, usually around 8 PM Staffing plan to maximize productivity and minimize costs is as follows: 7 AM to 4 PM, 10 anesthesiologists 7 AM to 7 PM, 2 anesthesiologists 3 PM to 11 PM, 2 anesthesiologists Group would increase productivity and reduce its costs by hiring 2 more anesthesiologists

93 Data Used for Analysis Are Case Start and End Times If use data from anesthesia billing system or electronic anesthesia record Anesthesia start and end date/time If use data from OR information system Time of entrance and exit of patient from his or her OR

94 Data Used for Analysis Are Case Start and End Times There are slight but statistically significant differences in data among these systems Anesthesia billing system Anesthesia information system OR information system (not anesthesia times) Yet, afternoon staffing answers are same Junger A et al. Meth Inform Med 2002 Dexter F, Epstein RH. AORN J 2003

95 Graphical Analysis Used Since Trends and Seasonality

96 Graphical Analysis Used Since Trends and Seasonality Cropped screen shots are used for example showing how and why graphical analysis incorporates trend and seasonal variation Algorithms are published You do not need to use the product Financial disclosure U Iowa provided consultation to the company (MDA Ltd.) as they wrote the software shown MDA Ltd. refers customers to U Iowa

97 Graphical Analysis Used Since Trends and Seasonality

98 Calculate Each Day s Pair Wise Difference in Staffing Cost Cost of staffing 2 instead of 3 anesthetics

99 Average Daily Differences Over Successive Four-Week Periods 39 fourweek periods in example

100 Best Staffing Pair Straddles Line of Zero Difference Line of zero difference

101 Greater Cost If Staff for One Anesthetic Instead of Two Difference in cost > 0 for most 4 wk periods

102 Greater Cost If Staff For Three Anesthetics Instead of Two Difference in cost < 0 for most 4 wk periods

103 Result of Graphical Analysis For Trends and Seasonality Staff for 2 Anesthetics Despite Oscillations

104 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

105 Review Summarize the Facts of the Talk

106 How Apply to Assess Performance of the Head of Anesthesia Group?

107 How Apply to Assess Performance of the Head of Anesthesia Group? 1. Definitions of productivity and staffing costs 2. Afternoon staffing to maximize productivity 3. Provide information to group members 4. Change day of surgery decision making 5. Change OR allocations and case scheduling 6. Adjust non-operating room responsibilities

108 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

109 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

110 Scenario Description of the Group An all MD anesthesia group practices at a 10 OR surgical suite. For many years, the group has had a rotating scheduling with 1 st out, 2 nd out, 3 rd out,, 9 th out, 10 th out, and then an 11 th anesthesiologist who stays in-house overnight. Relief typically starts around 3 PM.

111 Scenario Description of the Group (cont.) Most of the older anesthesiologists in the group have spouses not working outside of the home. The unpredictability of the time that they finished was not a major concern. Instead, total compensation and equality of workload for the compensation shared were the largest issues.

112 Scenario Description of the Group (cont.) Most of the new younger members have working spouses. Predictability of hours is a major concern. Anesthesiologists are picking up their children from school activities after work they need to know when they will be done. How should the group change its staffing and staff scheduling? What about the few anesthesiologists who would prefer to work more hours for more pay?

113 Scenario Data Used With Mathematics Just Described Surgeon block time is from 7 AM to 3 PM. The numbers of ORs in use at different times of the day are as follows (mean SD): 07:00 to 12: :00 to 14: :00 to 15: :00 to 16: :00 to 17: :00 to 18:59 1 1

114 Scenario Group Has Shifts By a Different Name Group has overlapping shifts, but they refer to them as 1 st out, 2 nd out, etc. Consider not calculating the number of anesthesiologists to work each shift Provide reliable data on the time at which the 3 rd out, 6 th out, etc. can expect to be done Based on reality, not surgeon block time Dexter F et al. Anesth Analg 2009

115 Scenario Analyze Data to Help Group Know Reality With a relative cost value of 4, MD should work late unexpectedly less than 1 time in 5 Let the group know time when have an 80% chance of being done for the day Because probabilistic, and because there are 11 outs, results are not obvious (at all) Examples 3 rd out 15:30 4 th out 16:30 5 th out 17:15 6 th out 18:15 7 th out 18:30 8 th out 19:00

116 Provide Information on Work Hours for Different Shifts 80 th percentiles of earliest times when always running 6 ORs, 4 ORs, and 2 ORs Anesthesiologists who had taken these 4 th, 3 rd, and 2 nd calls for years Mean absolute error of estimates was 60 min Principally under-estimation 69% of estimates had error > 30 min Significantly more than half (P = ) Dexter F et al. Anesth Analg 2009

117 Provide Information on Work Hours for Different Shifts Information has value, because individuals differ in their choices of work hours Incentive program added permitting each academic anesthesiologist to make more money by working more hours Within several years, large variability among anesthesiologists in compensation Different anesthesiologists had different goals for work hours and compensation Miller RD, Cohen NH. Anesth Analg 2005

118 Provide Information on Work Hours for Different Shifts Information has value, because individuals differ in their choices of work hours For compensation to be salient, must truly be offering a decision (e.g., months in advance) Most anesthesiologists (87%) considered an OR to run late if it finished after a specific time of the day, regardless of payment for hours worked after that time (100%) Masursky D et al. Anesth Analg 2009

119 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

120 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

121 Anesthesia and Nursing Change Day of Surgery Decision Making Assignment to minimize staffing costs Follow the same ordered priorities for day of surgery (operational) decision making Have a common definition for scheduled OR hours Have the same maximum number of ORs that can be run safely for each specialty Dexter F et al. Anesthesiology 2004

122 Anesthesia and Nursing Change Day of Surgery Decision Making Assignment to minimize staffing costs Follow the same ordered priorities for day of surgery (operational) decision making Have a common definition for scheduled OR hours Have the same maximum number of ORs that can be run safely for each specialty

123 Assignment on Day of Surgery to Minimize Staffing Costs Perform relief in afternoons in sequence that maximizes group productivity Groups typically do this now When 2 ORs to relieve, choose the OR that is likely to run the longest Groups typically aim to do this now

124 Assignment on Day of Surgery to Minimize Staffing Costs Improvement studied What if the decision is based on analysis of historical case duration data? Dexter F et al. Anesth Analg 1999 Dexter F et al. Anesthesiology 2004

125 Assignment Using Historical Case Duration Data Estimate duration of each case using mean duration of historical cases of same surgeon, scheduled procedure, and type of anesthesia If no such data, surgeon/scheduled procedure If no such data, just scheduled procedure

126 Assignment Using Historical Case Duration Data Estimate duration of each case using mean duration of historical cases of same surgeon, scheduled procedure, and type of anesthesia If no such data, surgeon/scheduled procedure If no such data, just scheduled procedure Go to OR with largest difference between estimate and time patient has been in OR

127 Assignment Using Historical Case Duration Data Estimate duration of each case using mean duration of historical cases of same surgeon, scheduled procedure, and type of anesthesia If no such data, surgeon/scheduled procedure If no such data, just scheduled procedure Go to OR with largest difference between estimate and time patient has been in OR If the drapes are down, skip that OR and go to the OR with the next largest difference

128 Assignment Rule Does Well at Minimizing Staffing Costs Compare hours worked late to that if manager knew in advance exactly how long each case would last Perfect retrospective knowledge would reduce time worked late by only 1.4 more minutes per case

129 Assignment Rule Does Well at Minimizing Staffing Costs Compare hours worked late to that if manager knew in advance exactly how long each case would last Perfect retrospective knowledge would reduce time worked late by only 1.4 more minutes per case So small that can increase anesthesia group productivity and reduce staffing costs by making relief (assignment) decisions using historical case duration data

130 Anesthesia and Nursing Change Day of Surgery Decision Making Assignment to minimize staffing costs Follow the same ordered priorities for day of surgery (operational) decision making Have a common definition for scheduled OR hours Have the same maximum number of ORs that can be run safely for each specialty

131 Anesthesia and Nursing Change Day of Surgery Decision Making Assignment to minimize staffing costs Follow the same ordered priorities for day of surgery (operational) decision making Have a common definition for scheduled OR hours Have the same maximum number of ORs that can be run safely for each specialty

132 Ordered Priorities on the Day of Surgery Listed in order of priority 1. Patient safety is preeminent 2. Do not cancel a case other than for reasons of safety 3. Minimize hours worked late 4. Reduce patient waiting by reducing expected tardiness for elective cases and waiting for non-elective cases 5. Professional satisfaction Dexter F et al. Anesthesiology 2004

133 Summary from the Referenced Review Article Standard OR management operational decisions on the day of surgery are simply a consequence of the ordered priorities

134 Summary from the Referenced Review Article Standard OR management operational decisions on the day of surgery are simply a consequence of the ordered priorities Moving cases from one OR to another

135 Summary from the Referenced Review Article Standard OR management operational decisions on the day of surgery are simply a consequence of the ordered priorities Moving cases from one OR to another Assigning and relieving staff

136 Summary from the Referenced Review Article Standard OR management operational decisions on the day of surgery are simply a consequence of the ordered priorities Moving cases from one OR to another Assigning and relieving staff Sequencing urgent cases

137 Summary from the Referenced Review Article Standard OR management operational decisions on the day of surgery are simply a consequence of the ordered priorities Moving cases from one OR to another Assigning and relieving staff Sequencing urgent cases Scheduling add-on cases

138 Summary from the Referenced Review Article Standard OR management operational decisions on the day of surgery are simply a consequence of the ordered priorities Moving cases from one OR to another Assigning and relieving staff Sequencing urgent cases Scheduling add-on cases

139 Ordered Priorities on the Day of Surgery If anesthesia and nursing make decisions on the day of surgery based on a different set of ordered priorities, they will make different OR management decisions Result of the science is that will, not may

140 Ordered Priorities on the Day of Surgery At a 3 OR ambulatory surgery center, an anesthesiologist medically directs 3 CRNAs At 2:30 PM, the last case in OR #1 finishes. The last patient from OR #2 is cared for by a different surgeon than the other cases. The surgeon wants the case moved into OR #1. The patient is available. Move the case?

141 Ordered Priorities on the Day of Surgery At a 3 OR ambulatory surgery center, an anesthesiologist medically directs 3 CRNAs At 2:30 PM, the last case in OR #1 finishes. The last patient from OR #2 is cared for by a different surgeon than the other cases. The surgeon wants the case moved into OR #1. The patient is available. Move the case? Not if staff in OR #1 are scheduled to finish working at 3 PM, whereas those in OR #2 are scheduled to 6 PM

142 Anesthesia and Nursing Change Day of Surgery Decision Making Assignment to minimize staffing costs Follow the same ordered priorities for day of surgery (operational) decision making Have a common definition for scheduled OR hours Have the same maximum number of ORs that can be run safely for each specialty

143 Anesthesia and Nursing Change Day of Surgery Decision Making Assignment to minimize staffing costs Follow the same ordered priorities for day of surgery (operational) decision making Have a common definition for scheduled OR hours Have the same maximum number of ORs that can be run safely for each specialty

144 Example Definition of Scheduled OR Hours Scheduled hours are 7 AM to 3 PM for all ORs in a surgical suite An OR s last case of the day ends at 6 PM There were 3 hours worked late

145 Choosing Values for Scheduled OR Hours When operational decisions are made based on the five ordered priorities, scheduled hours are calculated based on reducing expected hours worked late Dexter F et al. Anesthesiology 2004 McIntosh C et al. Anesth Analg 2006

146 Choosing Values for Scheduled OR Hours The hours are chosen based on when ORs actually finish for the day Not based on preferences of a committee

147 Choosing Values for Scheduled OR Hours The hours are chosen based on when ORs actually finish for the day Not based on preferences of a committee Conceptual description of approach

148 Choosing Values for Scheduled OR Hours The hours are chosen based on when ORs actually finish for the day Not based on preferences of a committee Conceptual description of approach If relative cost of an OR ending 1 hour late is 2 cost of it finishing 1 hour early, then 2/3 rd ORs should be done by the end of the scheduled hours

149 Why Common Definition for Scheduled Hours? If scheduled OR hours are defined differently (for example, 3 PM versus 5 PM), then efforts to reduce hours worked late assures that the actual decisions will differ

150 Why Common Definition for Scheduled Hours? If scheduled OR hours are defined differently (for example, 3 PM versus 5 PM), then efforts to reduce hours worked late assures that the actual decisions will differ, not may Dexter F et al. Anesthesiology 2004 McIntosh C et al. Anesth Analg 2006

151 Anesthesia and Nursing Change Day of Surgery Decision Making Assignment to minimize staffing costs Follow the same ordered priorities for day of surgery (operational) decision making Have a common definition for scheduled OR hours Have the same maximum number of ORs that can be run safely for each specialty

152 Anesthesia and Nursing Change Day of Surgery Decision Making Assignment to minimize staffing costs Follow the same ordered priorities for day of surgery (operational) decision making Have a common definition for scheduled OR hours Have the same maximum number of ORs that can be run safely for each specialty

153 Same Maximum Number of ORs for Each Specialty OR nursing has three cardiac surgery teams scheduled for the next Monday Two anesthesiologists with cardiac subspecialty training are scheduled for Monday Result is that decisions based on safety will differ between anesthesia and OR nursing

154 Same Maximum Number of ORs for Each Specialty OR nursing has three cardiac surgery teams scheduled for the next Monday Two anesthesiologists with cardiac subspecialty training are scheduled for Monday Result is that decisions based on safety will differ between anesthesia and OR nursing Even if operational decisions are made based on the five ordered priorities, actual decisions will differ on the day of surgery

155 Anesthesia and Nursing Change Day of Surgery Decision Making Assignment to minimize staffing costs Follow the same ordered priorities for day of surgery (operational) decision making Have a common definition for scheduled OR hours Have the same maximum number of ORs that can be run safely for each specialty

156 Anesthesia and Nursing Change Day of Surgery Decision Making Assignment to minimize staffing costs Follow the same ordered priorities for day of surgery (operational) decision making Have a common definition for scheduled OR hours Have the same maximum number of ORs that can be run safely for each specialty No decision overlaps with one to obtain desired numbers of ORs in use at some future time Dexter F et al. Anesth Analg 2016

157 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

158 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

159 Change OR Allocations and Case Scheduling OR allocation (staffing) can be chosen to simultaneously: Provide the surgeons with open access to OR time on any future workday Reduce the hours worked late, since staff scheduling can be matched to the allocations Part of the ordered priorities shown earlier McIntosh C et al. Anesth Analg 2006

160 Improving OR Allocations Reduces Anesthesia Costs For 12 of 14 suites, statistical method found a staffing plan with costs at least 10% less than that being used by the managers Dexter F et al. Anesth Analg 2001 Abouleish AE et al. Anesth Analg 2003 Freytag S et al. Der Chirurg 2005 McIntosh C et al. Anesth Analg 2006 Lehtonen JM et al. Int J Health Care Qual Assur 2013

161 Improving OR Allocations Reduces Anesthesia Costs For 12 of 14 suites, statistical method found a staffing plan with costs at least 10% less than that being used by the managers Managers did not have right number of staff, working the right number of hours, on the right days of the week, for specific surgical services

162 Improving OR Allocations Reduces Anesthesia Costs Smaller (5-10%) reductions in costs when no change to numbers of ORs (first case of the day starts), just planned hours for each OR Example with 8 hr, 10 hr, 13 hr staffing Subsequent slides

163 Example of Small Reduction in Costs from Change Allocations ORs in Use Before Improvement Staff Scheduled In-House :30 PM 4:30 PM 5:30 PM 6:30 PM 7:30 PM 8:30 PM 9:30 PM

164 Example of Small Reduction in Costs from Change Allocations ORs in Use After Improvement Staff Scheduled In-House :30 PM 4:30 PM 5:30 PM 6:30 PM 7:30 PM 8:30 PM 9:30 PM

165 Example of Small Reduction in Costs from Change Allocations ORs in Use Before Improvement Staff Scheduled In-House Working late 5 0 3:30 PM 4:30 PM 5:30 PM 6:30 PM 7:30 PM 8:30 PM 9:30 PM

166 Example of Small Reduction in Costs from Change Allocations ORs in Use After Improvement Staff Scheduled In-House Less often late 5 0 3:30 PM 4:30 PM 5:30 PM 6:30 PM 7:30 PM 8:30 PM 9:30 PM

167 Example of Small Reduction in Costs from Change Allocations ORs in Use Before Improvement Staff Scheduled In-House 64 OR hr 58 in-house hr 73 total staff hr 0 3:30 PM 4:30 PM 5:30 PM 6:30 PM 7:30 PM 8:30 PM 9:30 PM

168 Example of Small Reduction in Costs from Change Allocations ORs in Use After Improvement Staff Scheduled In-House 64 OR hr 58 in-house hr 68 total staff hr 0 3:30 PM 4:30 PM 5:30 PM 6:30 PM 7:30 PM 8:30 PM 9:30 PM

169 Example of Small Reduction in Costs from Change Allocations ORs in Use After Improvement Staff Scheduled In-House 73 to 68 hr 6.5% reduction 5 0 3:30 PM 4:30 PM 5:30 PM 6:30 PM 7:30 PM 8:30 PM 9:30 PM

170 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

171 Staffing to Finish On-Time, Productivity, and Costs Definitions of productivity and staffing costs Afternoon staffing to maximize productivity Other approaches for improving afternoons Provide information to group members Change day of surgery decision making Change OR allocations and case scheduling Adjust non-operating room responsibilities

172 Typical Scenario of Finishing Early and Low Productivity Hospital employs two anesthesiologists and five nurse anesthetists to run 4 ORs Most ORs are finished by 1:30 PM Benchmarking shows low productivity Based on ASA RVG units per OR per day Based on ASA RVG units per $ staffing cost CEO wants this anesthesia problem fixed But, no change to OR nursing or surgeons

173 Increase Productivity Numerator with Unscheduled Activities Since times that ORs finish are unpredictable, increasing productivity by doing more clinical work is doubtful

174 Increase Productivity Numerator with Unscheduled Activities Since times that ORs finish are unpredictable, increasing productivity by doing more clinical work is doubtful Add non-clinical anesthesia activities to the numerator of productivity Dexter F, Wachtel RE. Anesth Analg 2014

175 Increase Productivity Numerator with Unscheduled Activities Since times that ORs finish are unpredictable, increasing productivity by doing more clinical work is doubtful Add non-clinical anesthesia activities to the numerator of productivity Salaried anesthesia providers are essentially high-priced professional hospital employees Professionals play many roles in organization Dexter F, Wachtel RE. Anesth Analg 2014

176 Valued Activities That Can Be Done with Unscheduled Time Learn anesthesia billing Teach others in the group what they can do each day to increase resulting collections

177 Valued Activities That Can Be Done with Unscheduled Time Learn anesthesia billing Teach others in the group what they can do each day to increase resulting collections Become local expert and champion in applying the science of OR management Dexter F, Epstein RH. Anesth Analg 2015

178 Valued Activities That Can Be Done with Unscheduled Time Learn anesthesia billing Teach others in the group what they can do each day to increase resulting collections Become local expert and champion in applying the science of OR management Start by focusing 0 to 2 workdays ahead Epstein RH, Dexter F. Anesth Analg 2015 Schulte TE et al. J Clin Anesth 2016

179 Valued Activities That Can Be Done with Unscheduled Time Learn anesthesia billing Teach others in the group what they can do each day to increase resulting collections Become local expert and champion in applying the science of OR management Start by focusing 0 to 2 workdays ahead Lead perioperative quality improvement

180 Valued Activities That Can Be Done with Unscheduled Time Learn anesthesia billing Teach others in the group what they can do each day to increase resulting collections Become local expert and champion in applying the science of OR management Start by focusing 0 to 2 workdays ahead Lead perioperative quality improvement Clinical pathways and educational materials to improve outcomes and/or reduce costs (e.g., fewer prolonged extubations)

181 Valued Activities That Can Be Done with Unscheduled Time Preanesthesia management including appropriate consultations and testing Post-anesthesia care unit medical director Telecommunication devices for use in ORs Advising and teaching surgical leadership on principles in use of block time

182 Valued Activities That Can Be Done with Unscheduled Time Preanesthesia management including appropriate consultations and testing Post-anesthesia care unit medical director Telecommunication devices for use in ORs Advising and teaching surgical leadership on principles in use of block time Anesthesia information management system informatics including use for coordinating managerial decisions on day of surgery

183 Review Summarize the Facts of the Talk

184 For Which Would Hospital Gain in Requesting to be Done?

185 For Which Would Hospital Gain in Requesting to be Done? 1. Definitions of productivity and staffing costs 2. Afternoon staffing to maximize productivity 3. Provide information to group members 4. Change day of surgery decision making 5. Change OR allocations and case scheduling 6. Adjust non-operating room responsibilities

186 Additional Information on Operating Room Management Example reports with calculations Lectures on drug and supply costs, PACU staffing, OR allocation and staffing, weekend and holiday staffing, financial and capacity planning, and strategic decision making Comprehensive bibliography of peer reviewed articles in operating room and anesthesia group management